CodeMender Integrates into PRs for Auto Code Fixes

Developers use slash commands to scan, verify, and apply fixes within the same PR thread without leaving the interface. Vulnerability confidence scores trigger sandboxed exploit simulations for validation, with results stored in Cloud Storage for audit purposes. Fixes are generated as code diffs and applied upon approval, triggering a security gate status update. The system uses short-lived OIDC tokens from GitHub Actions to avoid credential exposure, with identity verification based on immutable repository IDs.

Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.